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Teaching Learning Based Optimization Algorithm: And Its Engineering Applications

Teaching Learning Based Optimization Algorithm: And Its Engineering Applications
Kataloginformation
Feldname Details
Vorliegende Sprache eng
ISBN 978-3-319-22731-3
Name Rao, R. Venkata
T I T E L Teaching Learning Based Optimization Algorithm
Zusatz zum Titel And Its Engineering Applications
Auflage 1st ed. 2016
Verlagsort Cham ; s.l.
Verlag Springer International Publishing
Erscheinungsjahr 2016
2016
Umfang Online-Ressource (XVI, 284 p. 32 illus., 18 illus. in color, online resource)
Reihe SpringerLink. Bücher
Notiz / Fußnoten Description based upon print version of record
Weiterer Inhalt Introduction to optimizationAdvanced optimization techniques -- Elitist and Modified TLBO algorithms -- Applications of proposed E-TLBO and M-TLBO algorithms on constrained and unconstrained benchmark functions -- Design optimization of heat exchangers -- Design optimization of rotary regenerators -- Design optimization of cooling tower -- Optimization of combined Brayton and inverse Brayton cycle -- Design optimization of two-stage thermoelectric cooler -- Process parameter optimization of manufacturing processes using TLBO algorithm -- Design optimization of machine elements using TLBO algorithm and its versions -- Applications of TLBO algorithm in electrical engineering discipline -- Applications of TLBO algorithm in computer engineering discipline -- Applications of TLBO algorithm in civil and structural engineering disciplines -- Concluding remarks.
Titelhinweis Druckausg.ISBN: 978-3-319-22731-3
ISBN ISBN 978-3-319-22732-0
Klassifikation TEC016000
TBD
TEC016020
*90C90
90C59
90-02
90C29
620.0042
TA174
Kurzbeschreibung Introduction to optimization -- Advanced optimization techniques -- Elitist and Modified TLBO algorithms -- Applications of proposed E-TLBO and M-TLBO algorithms on constrained and unconstrained benchmark functions -- Design optimization of heat exchangers -- Design optimization of rotary regenerators -- Design optimization of cooling tower -- Optimization of combined Brayton and inverse Brayton cycle -- Design optimization of two-stage thermoelectric cooler -- Process parameter optimization of manufacturing processes using TLBO algorithm -- Design optimization of machine elements using TLBO algorithm and its versions -- Applications of TLBO algorithm in electrical engineering discipline -- Applications of TLBO algorithm in computer engineering discipline -- Applications of TLBO algorithm in civil and structural engineering disciplines -- Concluding remarks.
2. Kurzbeschreibung Describing a new optimization algorithm, the “Teaching-Learning-Based Optimization (TLBO),” in a clear and lucid style, this book maximizes reader insights into how the TLBO algorithm can be used to solve continuous and discrete optimization problems involving single or multiple objectives. As the algorithm operates on the principle of teaching and learning, where teachers influence the quality of learners’ results, the elitist version of TLBO algorithm (ETLBO) is described along with applications of the TLBO algorithm in the fields of electrical engineering, mechanical design, thermal engineering, manufacturing engineering, civil engineering, structural engineering, computer engineering, electronics engineering, physics and biotechnology. The book offers a valuable resource for scientists, engineers and practitioners involved in the development and usage of advanced optimization algorithms.
SWB-Titel-Idn 455178933
Signatur Springer E-Book
Bemerkungen Elektronischer Volltext - Campuslizenz
Elektronische Adresse $uhttp://dx.doi.org/10.1007/978-3-319-22732-0
Internetseite / Link Volltext
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Siehe auch Cover
Siehe auch Inhaltstext
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